Rough - Granular Computing in Knowledge Discovery and Data Mining

The book "Rough-Granular Computing in Knowledge Discovery and Data Mining" written by Professor Jaroslaw Stepaniuk is dedicated to methods based on a combination of the following three closely related and rapidly growing areas: granular computing, rough sets, and knowledge discovery and da...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor principal: Stepaniuk, J. (Autor)
Autor Corporativo: SpringerLink (Online service)
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2008.
Edición:1st ed. 2008.
Colección:Studies in Computational Intelligence, 152
Temas:
Computer-aided engineering.
Engineering mathematics.
Engineering-Data processing.
Artificial intelligence.
Computer-Aided Engineering (CAD, CAE) and Design.
Mathematical and Computational Engineering Applications.
Artificial Intelligence.
Acceso en línea:Texto Completo
Tabla de Contenidos:
  • I: Rough Set Methodology
  • Rough Sets
  • Data Reduction
  • II: Classification and Clustering
  • Selected Classification Methods
  • Selected Clustering Methods
  • A Medical Case Study
  • III: Complex Data and Complex Concepts
  • Mining Knowledge from Complex Data
  • Complex Concept Approximations
  • IV: Conclusions, Bibliography and Further Readings
  • Concluding Remarks.

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